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MicroMasters in Artificial Intelligence

MicroMasters in Artificial Intelligence

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Course Highlights

  • 4 Modules & Sub-modules

Duration: 180 Days

Mode of learning: Online Classroom

Course Overview

What is this course about ?
  • Artificial Intelligence (AI) represents a major step forward in how computer systems adapt, evolve and learn. It has widespread applications in almost every industry and is widely considered to be the next big technological shift, similar in scale to past shifts such as the industrial revolution, the computer age, and the smartphone revolution

  • Gain expertise in one of the most fascinating and fastest growing areas of computer science through an innovative online program that covers fascinating and compelling topics in the field of Artificial Intelligence and its applications. This MicroMasters® Program from Columbia University will give you a rigorous, advanced, professional, graduate-level foundation in Artificial Intelligence. The program represents 25% of the coursework toward a Masters degree in Computer Science at Columbia

What are the course deliverables ?
  • Building intelligent agents (search, games, logic, constraint satisfaction problems)

  • Machine Learning algorithms including Natural Language Processing applications

  • Solving AI problems through programming with Python

  • Supervised learning techniques for regression and classification

  • Unsupervised learning techniques for data modeling and analysis

  • Probabilistic and non-probabilistic modeling

  • Optimization and inference algorithms for model learning
    Manipulate robot arms: kinematic chains, forward and inverse kinematics, differential kinematics

  • Code your own physics simulator to create lifelike animations of clothing, hair, liquids, rigid bodies and more!

  • Design and harness the power of Neural Networks

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